Windows10 64 bits + Visual Studio 2015 + CUDA8.0 + TensorFlow with GPU#
终于把TensorFlow-gpu 安装好了,记录下自己的安装过程,希望他人能少走弯路。
参考的安装教程:
Install CUDA8.0##
我直接安装CUDA8.0 version的时候在安装DisplayDriver的时候遇到NVIDIA installer failed的问题,有可能是和我之前安装过DisplayDriver有关。Anyway,我尝试重新安装DisplayDriver,然后安装CUDA的时候选择Customer Version,不选择DisplayDriver有关的components。具体如下:
- Download and Install DisplayDriver
安装相应的版本(我的是GPU是GTX1070,下载链接),选择Customer Version,并且勾选perform a clean installation - Download and Install CUDA8.0
Toolkit version 8.0 or above: https://developer.nvidia.com/cuda-downloads
选择Customer Version,不要选择DisplayDriver Component
- Download and install cuDNN
cuDNN version 5.1 library for Windows 10: https://developer.nvidia.com/cudnn
You would need to signup at Nvidia in order to download these files. Now extract the cuDNN files into your Toolkit directory.
- Environmental variables
参考 https://nitishmutha.github.io/tensorflow/2017/01/22/TensorFlow-with-gpu-for-windows.html - 测试CUDA安装结果,编译CUDA示例程序
参考 http://www.jianshu.com/p/c245d46d43f0
Install TensorFlow with GPU##
- 安装Anaconda和TensorFlow with GPU
参考 http://www.jianshu.com/p/c245d46d43f0 ,采用离线方式安装
写的很凌乱,有时间再来整理。。。